Author
Pallavi M
19 min read
The Economics of Continuous AI Pentesting: What 100 Scans a Month Actually Costs You (or Saves You)
CTOs and engineering leads get a rigorous cost model they can use in an internal budget conversation not marketing copy, but actual numbers across three.…
17 min read
Inside an AI Agent's First 10 Minutes on Your Web App: A Live Walkthrough
Security engineers and DevSecOps teams get a precise, step-by-step account of how an autonomous AI agent navigates a real web application from first contact.…
10 min read
Zero Config, 7,500+ Checks: How Axeploit's Detection Engine Actually Works
Each of these groups deals with a version of the same underlying problem: application security testing that can't keep pace with how quickly the application.…
11 min read
Why Traditional Vulnerability Scanners Can't Log In: The Case for AI Agents in AppSec
This article explains why most vulnerability scanning tools never actually assess the authenticated, business-logic-heavy parts of an application because they.…
19 min read
Your MVP Doesn't Need Enterprise Security. It Needs These Five Things.
Founders and solo developers get a calibrated, non-overwhelming security baseline that is sized for where they actually are not a watered-down enterprise.…
17 min read
The Email That Ends Your Startup: A Realistic Walkthrough of a Founder Phishing Attempt
Founders gain a scene-by-scene understanding of how a targeted phishing attempt against a startup founder actually unfolds not as an abstract warning, but as a.…
18 min read
Why Your Security Tool Stack Has 14 Dashboards and Zero Answers
CISOs and security leads gain a precise diagnostic framework for identifying which tools in their stack are generating signal versus which are generating noise.…
17 min read
Compliance Theater: What SOC 2 Actually Tests (and What It Quietly Skips)
CTOs and founders gain a clear-eyed account of where SOC 2 certification provides genuine security assurance and where it provides documentation of process.…
18 min read
You Have 40 Customers and a Database Full of Their Emails: A Security Starter Kit
Founders and solo developers get a concrete, sequenced security checklist calibrated to where they actually are not the comprehensive enterprise security.…
11 min read
CVSS Is Lying to You (Sometimes on Purpose): Reading Severity Scores Like a Skeptic
Security teams that read this walk away with a concrete framework for triaging vulnerability reports instead of reflexively reacting to a number, which cuts.…
16 min read
The Pen Test Is Dead, Long Live the Pen Test: Why Annual Audits Can't Keep Up With Weekly Deploys
CTOs and engineering leads get a precise articulation of why the annual pen test model structurally cannot provide meaningful security coverage for.…
18 min read
The Secrets Manager You Already Have and Aren't Using Right
Engineers who already have access to AWS Secrets Manager, GCP Secret Manager, Azure Key Vault, or a cloud-native equivalent learn precisely where their current.…